We evaluate G-DeepSHAP across biological, health, and financial datasets to show that it provides equally salient explanations an order of magnitude faster than existing model-agnostic attribution techniques and demonstrate its use in an important distributed series of models setting....
Despite the shared memory bank conflicts this would then incur, it would still be an order of magnitude faster than doing the global memory fetches. We can also simply add a padding element to the shared memory by declaring it as 33 × 2 to ensure when we access it, these bank conflicts...
Grouping of the glaciers into five regions shows that submarine melt rate varies within a region due to order-of-magnitude differences in subglacial discharge and smaller differences in ocean thermal forcing (Fig.2b). Variability in subglacial discharge is linked to hydrological catchment size, and t...
Both flushing activity and the number of harvested pods varied by an order of magnitude between trees. For all other pod counts as well as flower count, minimum and maximum values differed by two orders of magnitude between trees. The range of variation was similar though in pruned and ...
“five”, only five rocks or five chickens. To ancient Greeks like Euclid, number was closely linked to geometry, the magnitude of a line segment five units long. Only in the late 19th century did mathematicians attempt to formalize a notion of number, resembling our intuitions today: five ...
Significant improvements to MicroBooNE neutrino inter- action property measurements are anticipated in the future through incorporation of nearly an order-of-magnitude more Acknowledgements This material is based upon work supported by the following: the U.S. Department of Energy, Office of Science, ...
Several of the standard model issues originate in the sector of Higgs boson physics. An order of magnitude larger number of Higgs bosons, expected to be examined over the next 15 years, will help deepen our understanding of this crucial sector....
The results show that support vector machine (SVM) can distinguish TBZ residues of different orders of magnitude with 99.1667% accuracy and that genetic algorithm-partial least squares (GA-PLS) had the best performance in the quantitative prediction of TBZ residues (Rp2 = 0.9737, RMSEP =...
proportion, dimension - magnitude or extent; "a building of vast proportions" order of magnitude, order - a degree in a continuum of size or quantity; "it was on the order of a mile"; "an explosion of a low order of magnitude" dimension - the magnitude of something in a particular di...
n.pl.orders of magnitude 1.An estimate of size or magnitude expressed as a power of ten:Earth's mass is of the order of magnitude of 1022tons; that of the sun is 1027tons. 2.A range of values between a designated lower value and an upper value ten times as large:The masses of Ea...